Kun-Chih Jimmy Chen

39 papers C 4Journal 5Unranked 29
YearRankTypeTitle / Venue / Authors
2025 — conf
Energy-Efficient and Accurate Stochastic Computing-Based Multiply-Accumulate Architecture for Neural Network Accelerator Design.
MCSoC
Chia-Heng Liu, Hsuan-Yu Huang, Bo-Chun Chen, Kun-Chih Jimmy Chen
2024 — conf
Fine-Tuned Based Transfer Learning with Temporal Attention and Physics-Informed Loss for Bearing RUL Prediction.
AICAS
Pavan Kumar MP, Zhe-Xiang Tu, Kun-Chih Jimmy Chen
2024 C conf
High Reliable and Accurate Stochastic Computing-based Artificial Neural Network Architecture Design.
ISCAS
Kun-Chih Jimmy Chen, Wei-Ren Syu
2024 — conf
MCLB: Dynamic Load Balancing and Implications on GPU Memory Controllers.
SOCC
Vahid Geraeinejad, Kun-Chih Jimmy Chen, Zhonghai Lu, Masoumeh Ebrahimi
2024 — conf
NoC AI Chip Integration for Industrial IoT Fault Diagnosis and Notification System.
APCCAS
Hsu-Chi Chen, Pin-Ching Shen, Yen-Chen Yen, Ying-Yu Wang, Kun-Chih Jimmy Chen
2024 C conf
Q-learning Assisted LASSO-based Thermal Sensor Placement for Thermal-aware Multi-core Systems.
ISCAS
Kun-Chih Jimmy Chen, Leiqi Wang
2024 — conf
TPE: Trajectory Path Encoding for Anonymous Routing Algorithm in NoC-based Systems.
APCCAS
Kun-Chih Jimmy Chen, Ting-En Kao, Li-Heng Ke
2024 — conf
Ultra-NoC: Unified Low-Transmission Routing Assisted NoC for High-flexible DNN Accelerator.
SOCC
Kun-Chih Jimmy Chen, Hao-Hsiang Peng, Pin-Ching Shen
2023 — conf
Mitigate the Negative TL using Adaptive Thresholding for Fault Diagnosis.
COINS
Pavan Kumar MP, Kun-Chih Jimmy Chen
2023 — conf
NN-based Bearing Fault Diagnosis Using Exponential Power Entropy and a Decision Threshold.
COINS
Pavan Kumar MP, Kun-Chih Jimmy Chen
2022 J jnl
Chapter Five - Routing algorithm design for power- and temperature-aware NoCs.
Adv. Comput.
Kun-Chih Jimmy Chen, Masoumeh Ebrahimi
2022 — conf
Composite Fault Diagnosis of Rotating Machinery With Collaborative Learning.
VLSI-DAT
M. P. Pavan Kumar, Cheng-Jyun Tang, Kun-Chih Jimmy Chen
2022 C conf
Entropy-based Thermal Sensor Allocation for Temperature-aware Multi-core Platforms.
ISCAS
Kun-Chih Jimmy Chen, Chia-Hsin Chen
2022 — conf
Hybrid Binary-Stochastic Computing-based ANN Design with Binary-in-Series-out ReLU.
AICAS
Kun-Chih Jimmy Chen, Cheng-Ting Chen
2021 — conf
A Convolutional Neural Network on Chip Design Methodology for CNN Hardware Implementation.
SoCC
Kun-Chih Jimmy Chen, Yi-Sheng Liao, Cheng-Kang Tsai
2021 J jnl
A Fast ECG Diagnosis by Using Non-Uniform Spectral Analysis and the Artificial Neural Network.
ACM Trans. Comput. Heal.
Kun-Chih Jimmy Chen, Po-Chen Chien, Zi-Jie Gao, Chi-Hsun Wu
2021 — conf
A Unipolar-based Stochastic LIF Neuron Design for Low-cost Spiking Neural Network.
COINS
Kun-Chih Jimmy Chen, Tze-Ling Kuo
2021 — conf
An Arbitrary Kernel-size Applicable NoC-based DNN Processor Design with Hybrid Data Reuse.
MWSCAS
Kun-Chih Jimmy Chen, Yueh-Chi Yang, Yi-Sheng Liao
2021 — conf
Dynamic Mapping Mechanism to Compute DNN Models on a Resource-limited NoC Platform.
VLSI-DAT
Kun-Chih Jimmy Chen, Chun-Chuan Wang, Cheng-Kang Tsai, Jing-Wen Liang
2021 — conf
Embedded Bearing Fault Detection Platform Design for the Drivetrain System in the Future Industry 4.0 Era.
VLSI-DAT
Kun-Chih Jimmy Chen, Jing-Wen Liang, Yueh-Chi Yang, Hsiang-Ling Tai, Jo-Chiao Ku, Jui-Cheng Wang
2021 — conf
High-accuracy and Low-latency Hybrid Stochastic Computing for Artificial Neural Network.
ISOCC
Kun-Chih Jimmy Chen, Cheng-Ting Chen
2020 J jnl
A NoC-based simulator for design and evaluation of deep neural networks.
Microprocess. Microsystems
Kun-Chih Jimmy Chen, Masoumeh Ebrahimi, Ting-Yi Wang, Yuch-Chi Yang, Yuan-Hao Liao
2020 — conf
A Two-stage Training Mechanism for the CNN with Trainable Activation Function.
ISOCC
Kun-Chih Jimmy Chen, Jing-Wen Liang
2020 C conf
Adaptive Machine Learning-Based Temperature Prediction Scheme for Thermal-Aware NoC System.
ISCAS
Kun-Chih Jimmy Chen, Yuan-Hao Liao
2020 — conf
Integrated Group-based Valuable Sensor Selection Approach for Remaining Machinery Life Estimation in the Future Industry 4.0 Era.
VLSI-DAT
Kun-Chih Jimmy Chen, Zi-Jie Gao
2020 J jnl
Special issue on energy-efficient many-core embedded systems and architectures (SI: NoCArc18).
J. Syst. Archit.
Maurizio Palesi, Kun-Chih Jimmy Chen, Midia Reshadi
2019 — conf
Cycle-Accurate NoC-based Convolutional Neural Network Simulator.
COINS
Kun-Chih Jimmy Chen, Ting-Yi George Wang, Yueh-Chi Andrew Yang
2019 — conf
NoC-based DNN accelerator: a future design paradigm.
NOCS
Kun-Chih Jimmy Chen, Masoumeh Ebrahimi, Ting-Yi Wang, Yuch-Chi Yang
2019 — conf
Online Machine Learning-based Temperature Prediction for Thermal-aware NoC System.
ISOCC
Kun-Chih Jimmy Chen, Yuan-Hou Liao
2019 — ed.
Proceedings of the 12th International Workshop on Network on Chip Architectures, NoCArc@MICRO 2019, Columbus, OH, USA, October 13, 2019
NoCArc@MICRO
Kun-Chih Jimmy Chen, Sergi Abadal, Salvatore Monteleone
2018 — conf
A fast ECG diagnosis by using spectral artificial neural network (SANN) approach.
VLSI-DAT
Kun-Chih Jimmy Chen, Po-Chen Chien
2018 — conf
NN-Noxim: High-Level Cycle-Accurate NoC-based Neural Networks Simulator.
NoCArc@MICRO
Kun-Chih Jimmy Chen, Ting-Yi Wang
2017 — conf
A fast ECG diagnosis using frequency-based compressive neural network.
GCCE
Kun-Chih Jimmy Chen, Po-Chen Chien
2017 — conf
Game-based Congestion-aware Adaptive Routing (GCAR) for Proactive Thermal-aware 3D Network-on-Chip Systems.
NoCArc@MICRO
Kun-Chih Jimmy Chen
2017 J jnl
Path-Diversity-Aware Fault-Tolerant Routing Algorithm for Network-on-Chip Systems.
IEEE Trans. Parallel Distributed Syst.
Yu-Yin Chen, En-Jui Chang, Hsien-Kai Hsin, Kun-Chih Jimmy Chen, An-Yeu Andy Wu
2017 — conf
Thermal/Traffic Mutual-Coupling Co-simulation Platform for 3D Network-on-Chip (NoC) Designs.
NoCArc@MICRO
An-Yeu Andy Wu, Kun-Chih Jimmy Chen, Chih-Hao Chao
2016 — conf
Correlation-based temperature sensor allocation for thermal-aware mesh-based MPSoCs.
ICCE-TW
Kun-Chih Jimmy Chen, Wei-Hsun Lin, Wei-Sheng Sheh
2016 — conf
Correlation-graph-based temperature sensor allocation for thermal-aware network-on-chip systems.
APCCAS
Kun-Chih Jimmy Chen, Yen-Po Lin, Kai-Yu Chiang, Yu-Hsien Chen
2016 — conf
Electrocardiogram diagnosis using wavelet-based artificial neural network.
GCCE
Kun-Chih Jimmy Chen, Yu-Shu Ni, Jhao-Yi Wang